Michael Vickers

A keyword-weighted routing classifier with code-signal fallback that dispatches prompts across 8 agent profiles — without an LLM in the routing loop, without a vector database, zero dependencies beyond the Python standard library. And four bugs that almost shipped.

A closed-loop agent architecture that observes, forms opinions, and creates its own work — and what broke in the first 24 hours of running it.